Solving Inverse Problems with a Flow-based Noise Model

Jay Whang, Qi Lei, Alex Dimakis

Abstract: We study image inverse problems with a normalizing flow prior. Our formulation views the solution as the maximum a posteriori estimate of the image conditioned on the measurements. This formulation...